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Sustainable Throughput – QoE Perspective
Blekinge Tekniska Högskola, Fakulteten för datavetenskaper, Institutionen för kommunikationssystem.
2017 (Engelska)Självständigt arbete på avancerad nivå (masterexamen), 20 poäng / 30 hpStudentuppsats (Examensarbete)
Abstract [en]

In recent years, there has been a significant increase in the demand for streaming of high quality videos on the smart mobile phones. In order to meet the user quality requirements, it is important to maintain the end user quality while taking the resource consumption into consideration. This demand caught the attention of the research communities and network providers to prioritize Quality of Experience (QoE) in addition to the Quality of Service (QoS). In order to meet the users’ expectations, the QoE studies have gained utmost importance, thus creating the challenge of evaluating it in such a way that the quality, cost and energy consumption are taken into account. This gave way to the concept of QoE-aware sustainable throughput, which denotes the maximal throughput at which QoE problems can be still kept at a desired level.

The aim of the thesis is to determine the sustainable throughput values from the QoE perspective. The values are observed for different delay and packet loss values in wireless and mobile scenarios. The evaluation is done using the subjective video quality assessment method.

In the subjective assessment method, the evaluation is done using the ITU-T recommended Absolute Category Rating (ACR). The video quality ratings are taken from the users, and are then averaged to obtain the Mean Opinion Score (MOS). The obtained scores are used for analysis in determining the sustainable throughput values from the users’ perspective.

From the results it is determined that, for all the video test cases, the videos are rated better quality at low packet loss values and low delay values. The quality of the videos with the presence of delay is rated high compared to the video quality in the case of packet loss. It was observed that the high resolution videos are feeble in the presence of higher disturbances i.e. high packet loss and larger delays. From considering all the cases, it can be observed that the QoE disturbances due to the delivery issues is at an acceptable minimum for the 360px video. Hence, the 480x360 video is the threshold to sustain the video quality.

Ort, förlag, år, upplaga, sidor
2017.
Nyckelord [en]
Mean Opinion Score, Quality of Experience, Sustainable Throughput
Nationell ämneskategori
Telekommunikation
Identifikatorer
URN: urn:nbn:se:bth-14044OAI: oai:DiVA.org:bth-14044DiVA, id: diva2:1084200
Ämne / kurs
ET2580 Masterarbete i elektroteknik med inriktning mot telekommunikationssystem
Utbildningsprogram
ETATX Masterprogram i Elektroteknik med inriktning mot Telekommunikation
Presentation
2017-01-25, Aristoteles J3423, Valhallavägen, 371 41, Karlskrona, 12:30 (Engelska)
Handledare
Examinatorer
Tillgänglig från: 2017-03-24 Skapad: 2017-03-23 Senast uppdaterad: 2017-03-24Bibliografiskt granskad

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Institutionen för kommunikationssystem
Telekommunikation

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